Adrian Hilton | DeepAI

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Featured Co-authors

Chris Russell
41 publications
John Collomosse
34 publications
Lourdes Agapito
28 publications
Andrew Gilbert
24 publications
Armin Mustafa
15 publications
Hansung Kim
12 publications
Jinghua Wang
9 publications
Philip J. B. Jackson
9 publications
Jianmin Jiang
9 publications
Marco Volino
9 publications
Teofilo Emidio de Campos
6 publications

∙ 08/09/2023

PAT: Position-Aware Transformer for Dense Multi-Label Action Detection

We present PAT, a transformer-based network that learns complex temporal...

0 Faegheh Sardari, et al. ∙

∙ 03/26/2023

SEM-POS: Grammatically and Semantically Correct Video Captioning

Generating grammatically and semantically correct captions in video capt...

5 Asmar Nadeem, et al. ∙

∙ 08/23/2022

Super-resolution 3D Human Shape from a Single Low-Resolution Image

We propose a novel framework to reconstruct super-resolution human shape...

0 Marco Pesavento, et al. ∙

∙ 03/07/2022

Visually Supervised Speaker Detection and Localization via Microphone Array

Active speaker detection (ASD) is a multi-modal task that aims to identi...

0 Davide Berghi, et al. ∙

∙ 08/31/2021

Super-Resolution Appearance Transfer for 4D Human Performances

A common problem in the 4D reconstruction of people from multi-view vide...

18 Marco Pesavento, et al. ∙

∙ 08/31/2021

Attention-based Multi-Reference Learning for Image Super-Resolution

This paper proposes a novel Attention-based Multi-Reference Super-resolu...

6 Marco Pesavento, et al. ∙

∙ 07/31/2021

SyDog: A Synthetic Dog Dataset for Improved 2D Pose Estimation

Estimating the pose of animals can facilitate the understanding of anima...

0 Moira Shooter, et al. ∙

∙ 04/19/2021

Multi-person Implicit Reconstruction from a Single Image

We present a new end-to-end learning framework to obtain detailed and sp...

14 Armin Mustafa, et al. ∙

∙ 04/19/2021

Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video

We present a novel method to learn temporally consistent 3D reconstructi...

5 Akin Caliskan, et al. ∙

∙ 09/29/2020

Multi-View Consistency Loss for Improved Single-Image 3D Reconstruction of Clothed People

We present a novel method to improve the accuracy of the 3D reconstructi...

7 Akin Caliskan, et al. ∙

∙ 09/11/2020

Spectral Analysis Network for Deep Representation Learning and Image Clustering

Deep representation learning is a crucial procedure in multimedia analys...

0 Jinghua Wang, et al. ∙

∙ 03/14/2020

Audio-Visual Spatial Aligment Requirements of Central and Peripheral Object Events

Immersive audio-visual perception relies on the spatial integration of b...

0 Davide Berghi, et al. ∙

∙ 10/02/2019

Learning Dense Wide Baseline Stereo Matching for People

Existing methods for stereo work on narrow baseline image pairs giving l...

12 Akin Caliskan, et al. ∙

∙ 08/08/2019

Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras

We present an approach to accurately estimate high fidelity markerless 3...

1 Andrew Gilbert, et al. ∙

∙ 08/08/2019

EdgeNet: Semantic Scene Completion from RGB-D images

Semantic scene completion is the task of predicting a complete 3D repres...

4 Aloisio Dourado, et al. ∙

∙ 07/23/2019

U4D: Unsupervised 4D Dynamic Scene Understanding

We introduce the first approach to solve the challenging problem of unsu...

5 Armin Mustafa, et al. ∙

∙ 07/18/2019

Temporally Coherent General Dynamic Scene Reconstruction

Existing techniques for dynamic scene reconstruction from multiple wide-...

1 Armin Mustafa, et al. ∙

∙ 07/05/2018

Volumetric performance capture from minimal camera viewpoints

We present a convolutional autoencoder that enables high fidelity volume...

2 Andrew Gilbert, et al. ∙

∙ 07/04/2018

Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling

We present a method for simultaneously estimating 3D human pose and body...

4 Matthew Trumble, et al. ∙

∙ 04/30/2018

4D Temporally Coherent Light-field Video

Light-field video has recently been used in virtual and augmented realit...

2 Armin Mustafa, et al. ∙

∙ 02/13/2018

Semantic Scene Completion Combining Colour and Depth: preliminary experiments

Semantic scene completion is the task of producing a complete 3D voxel r...

0 Andre Bernardes Soares Guedes, et al. ∙

∙ 08/23/2017

Object-Based Audio Rendering

Apparatus and methods are disclosed for performing object-based audio re...

0 Philip Jackson, et al. ∙

∙ 03/10/2016

Temporally coherent 4D reconstruction of complex dynamic scenes

This paper presents an approach for reconstruction of 4D temporally cohe...

0 Armin Mustafa, et al. ∙

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